A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10, 2025 • 99
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Paper • 2605.07177 • Published 11 days ago • 62
Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning Paper • 2601.21037 • Published Jan 28 • 15
The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning Paper • 2604.06427 • Published Apr 7 • 11
The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning Paper • 2604.06427 • Published Apr 7 • 11